How to Obtain Appropriate Executive Decisions Using Artificial Immunologic Systems

Caldas, Bernardo; Pita, Marcelo; Buarque, Fernando

doi:10.1007/978-3-540-73922-7_35

Cited by 7 publications

(9 citation statements)

References 3 publications

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“…After initial results of the AED [6], further analyses and experiments reveled that some shortcoming should be addressed by:…”

Section: New Featuresmentioning

confidence: 98%

“…Caldas et al [6] originally proposed a computational architecture based on immunologic engineering [10], aiming at representing executive decisions components, assessing interactions of these components with regard to appropriateness of the decision and implementing the AED algorithm. AED preserves the principles of the BIS mechanisms (e.g.…”

Section: Appropriate Executive Decisionsmentioning

confidence: 99%

“…Figure 2 shows a pictorial representation of this evaluation. After that, a set of generalist clones -as they attend to many appropriate memory cells -are presented to the decision-maker to whom is guaranteed that there is at least one cell for which ε is satisfied [6].…”

Section: Appropriate Executive Decisionsmentioning

confidence: 99%

“…This paper presents an enhanced version of the AED (Appropriate Executive Decisions) algorithm [6], an immunoinformatics algorithm inspired by the functioning of BIS for obtaining appropriate executive decisions. Section 2 explains some concepts on executive decisions and presents the AED algorithm.…”

Section: Introductionmentioning

confidence: 99%

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Enhancing Appropriateness of Executive Decisions Using AIS

Caldas

Pita

Neto

2008

2008 Eighth International Conference on Hybrid Intelligent Systems

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This paper presents an enhanced version of the AED (Appropriate Executive Decisions) algorithm, which is based on biological immune system (BIS) and whose purpose is the generation of appropriate executive decisions aimed at business environments. A new metric has been incorporated to the algorithm and a larger and more representative database was used to train and validate results. Moreover, this paper offers better directions on how to apply AED in executive decisions, affording the learning process quality improvement through immunoinformatics concepts, namely decision cells, thereby producing more appropriate executive decisions. Experiments were carried out with executive officers experienced in executive decisions in order to suitably validate the appropriateness of responses generated by the enhanced AED algorithm.

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“…After initial results of the AED [6], further analyses and experiments reveled that some shortcoming should be addressed by:…”

Section: New Featuresmentioning

confidence: 98%

Section: Appropriate Executive Decisionsmentioning

confidence: 99%

Section: Appropriate Executive Decisionsmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

Enhancing Appropriateness of Executive Decisions Using AIS

Caldas

Pita

Neto

2008

2008 Eighth International Conference on Hybrid Intelligent Systems

Self Cite

View full text Add to dashboard Cite

show abstract

“…Caldas et al [49] presented a new selection algorithm based on negative selection algorithm and decision theory. A repository database (DB) is used to store quantitative indicators of self performance for an enterprise in the proposed system.…”

Section: Immune Theory Ais Algorithm Key Immune Componentsmentioning

confidence: 99%